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A Hybrid Deep Learning-Based Feature Selection Approach for Supporting Early Detection of Long-Term Behavioral Outcomes in Survivors of Cancer: Cross-Sectional Study.
JMIR Bioinform Biotechnol
March 2025
Arizona State University, Tempe, AZ, United States.
Background: The number of survivors of cancer is growing, and they often experience negative long-term behavioral outcomes due to cancer treatments. There is a need for better computational methods to handle and predict these outcomes so that physicians and health care providers can implement preventive treatments.
Objective: This study aimed to create a new feature selection algorithm to improve the performance of machine learning classifiers to predict negative long-term behavioral outcomes in survivors of cancer.
Privacy violations in election results.
Sci Adv
March 2025
University of Pennsylvania Carey Law School, Philadelphia, PA, USA.
After an election, should election officials release a copy of each anonymous ballot? Some policy-makers have championed public disclosure to counter distrust, but others worry that it might undermine ballot secrecy. We introduce the term vote revelation to refer to the linkage of a vote on an anonymous ballot to the voter's name in the public voter file and detail how such revelation could theoretically occur. Using the 2020 election in Maricopa County, Arizona, as a case study, we show that the release of individual ballot records would lead to no revelation of any vote choice for 99.
View Article and Find Full Text PDFSubtraction of Temporally Sequential Digital Mammograms: Prediction and Localization of Near-Term Breast Cancer Occurrence.
J Imaging Inform Med
March 2025
Limassol General Hospital, Limassol, Cyprus.
The objective is to predict a possible near-term occurrence of a breast mass after two consecutive screening rounds with normal mammograms. For the purposes of this study, conducted between 2020 and 2024, three consecutive rounds of mammograms were collected from 75 women, 46 to 79 years old. Successive screenings had an average interval of 2 years.
View Article and Find Full Text PDFMotivated reasoning in the field: polarization of prose, precedent, and policy in U.S. Circuit Courts, 1891-2013.
PLoS One
March 2025
Toulouse School of Economics, Toulouse, Haute-Garonne, France.
This study explores politically motivated reasoning among U.S. Circuit Court judges over the past 120 years, examining their writing style and use of previous case citations in judicial opinions.
View Article and Find Full Text PDFOpioid conversion in adults with cancer: MASCC-ASCO-AAHPM-HPNA-NICSO guideline.
Support Care Cancer
March 2025
Network Italiano Cure Di Supporto in Oncologia (NICSO), Universita' Degli Studi Di Brescia, Brescia, Italy.
Purpose: To standardize and improve the safety and efficacy of opioid conversion in people with cancer.
Methods: The Multinational Association of Supportive Care in Cancer (MASCC), American Society of Clinical Oncology (ASCO), American Academy of Hospice and Palliative Medicine (AAHPM), Hospice and Palliative Nurses Association (HPNA), and Network Italiano Cure di Supporto in Oncologia (NICSO) convened an Expert Panel to develop recommendations based on a systematic review of the literature and a formal consensus process. The systematic review focused on randomized and non-randomized studies published from database inception to June 2022.
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